Pandas Profiling Report

Dataset statistics

Number of variables	31
Number of observations	28372
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.7 MiB
Average record size in memory	248.0 B

Variable types

Numeric	26
Text	3
Categorical	2

Alerts

`Unnamed: 0` is highly overall correlated with `genre`	High correlation
`acousticness` is highly overall correlated with `energy` and 1 other fields	High correlation
`age` is highly overall correlated with `loudness` and 1 other fields	High correlation
`energy` is highly overall correlated with `acousticness` and 1 other fields	High correlation
`genre` is highly overall correlated with `Unnamed: 0`	High correlation
`loudness` is highly overall correlated with `acousticness` and 3 other fields	High correlation
`release_date` is highly overall correlated with `age` and 1 other fields	High correlation
`topic` is highly overall correlated with `world/life`	High correlation
`world/life` is highly overall correlated with `topic`	High correlation
`Unnamed: 0` has unique values	Unique
`lyrics` has unique values	Unique
`instrumentalness` has 7870 (27.7%) zeros	Zeros

Reproduction

Analysis started	2024-01-19 01:02:58.827141
Analysis finished	2024-01-19 01:04:30.171342
Duration	1 minute and 31.34 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	28372
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42946.324

Minimum	0
Maximum	82451
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3988.95
Q1	20391.25
median	45405.5
Q3	64090.5
95-th percentile	79456.45
Maximum	82451
Range	82451
Interquartile range (IQR)	43699.25

Descriptive statistics

Standard deviation	24749.325
Coefficient of variation (CV)	0.57628508
Kurtosis	-1.2886689
Mean	42946.324
Median Absolute Deviation (MAD)	21927
Skewness	-0.09745296
Sum	1.2184731 × 10⁹
Variance	6.1252911 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
58676	1	< 0.1%
58697	1	< 0.1%
58696	1	< 0.1%
58694	1	< 0.1%
58691	1	< 0.1%
58689	1	< 0.1%
58688	1	< 0.1%
58686	1	< 0.1%
58684	1	< 0.1%
Other values (28362)	28362	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
17	1	< 0.1%
20	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
82451	1	< 0.1%
82450	1	< 0.1%
82449	1	< 0.1%
82448	1	< 0.1%
82447	1	< 0.1%
82446	1	< 0.1%
82445	1	< 0.1%
82442	1	< 0.1%
82440	1	< 0.1%
82439	1	< 0.1%

artist_name
Text

Distinct	5426
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Memory size	221.8 KiB

Length

Max length	46
Median length	37
Mean length	12.100416
Min length	1

Characters and Unicode

Total characters	343313
Distinct characters	91
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2118 ?
Unique (%)	7.5%

Sample

1st row	mukesh
2nd row	frankie laine
3rd row	johnnie ray
4th row	pérez prado
5th row	giorgos papadopoulos

Value	Count	Frequency (%)
the	3698	6.3%
	864	1.5%
band	367	0.6%
john	364	0.6%
johnny	340	0.6%
black	293	0.5%
george	289	0.5%
king	245	0.4%
brothers	236	0.4%
of	231	0.4%
Other values (6268)	51865	88.2%

Most occurring characters

Value	Count	Frequency (%)
e	35133	10.2%
	30420	8.9%
a	27983	8.2%
n	22994	6.7%
r	21939	6.4%
o	20333	5.9%
i	19796	5.8%
t	19667	5.7%
s	19247	5.6%
l	18405	5.4%
Other values (81)	107396	31.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	309030	90.0%
Space Separator	30421	8.9%
Other Punctuation	2580	0.8%
Decimal Number	911	0.3%
Dash Punctuation	310	0.1%
Currency Symbol	22	< 0.1%
Math Symbol	19	< 0.1%
Other Letter	11	< 0.1%
Close Punctuation	5	< 0.1%
Final Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	35133	11.4%
a	27983	9.1%
n	22994	7.4%
r	21939	7.1%
o	20333	6.6%
i	19796	6.4%
t	19667	6.4%
s	19247	6.2%
l	18405	6.0%
h	13548	4.4%
Other values (44)	89985	29.1%

Other Punctuation

Value	Count	Frequency (%)
.	916	35.5%
&	844	32.7%
'	310	12.0%
,	248	9.6%
"	121	4.7%
!	82	3.2%
/	45	1.7%
*	6	0.2%
•	4	0.2%
:	3	0.1%

Decimal Number

Value	Count	Frequency (%)
1	184	20.2%
0	172	18.9%
3	90	9.9%
5	85	9.3%
9	83	9.1%
4	78	8.6%
2	74	8.1%
7	65	7.1%
8	64	7.0%
6	16	1.8%

Other Letter

Value	Count	Frequency (%)
º	4	36.4%
露	2	18.2%
張	2	18.2%
麗	1	9.1%
家	1	9.1%
彭	1	9.1%

Space Separator

Value	Count	Frequency (%)
	30420	> 99.9%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	309	99.7%
–	1	0.3%

Math Symbol

Value	Count	Frequency (%)
+	18	94.7%
=	1	5.3%

Currency Symbol

Value	Count	Frequency (%)
$	22	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	309025	90.0%
Common	34272	10.0%
Cyrillic	9	< 0.1%
Han	7	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	35133	11.4%
a	27983	9.1%
n	22994	7.4%
r	21939	7.1%
o	20333	6.6%
i	19796	6.4%
t	19667	6.4%
s	19247	6.2%
l	18405	6.0%
h	13548	4.4%
Other values (36)	89980	29.1%

Common

Value	Count	Frequency (%)
	30420	88.8%
.	916	2.7%
&	844	2.5%
'	310	0.9%
-	309	0.9%
,	248	0.7%
1	184	0.5%
0	172	0.5%
"	121	0.4%
3	90	0.3%
Other values (21)	658	1.9%

Cyrillic

Value	Count	Frequency (%)
т	1	11.1%
н	1	11.1%
а	1	11.1%
и	1	11.1%
л	1	11.1%
о	1	11.1%
ф	1	11.1%
э	1	11.1%
д	1	11.1%

Han

Value	Count	Frequency (%)
露	2	28.6%
張	2	28.6%
麗	1	14.3%
家	1	14.3%
彭	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	342998	99.9%
None	292	0.1%
Cyrillic	9	< 0.1%
Punctuation	7	< 0.1%
CJK	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	35133	10.2%
	30420	8.9%
a	27983	8.2%
n	22994	6.7%
r	21939	6.4%
o	20333	5.9%
i	19796	5.8%
t	19667	5.7%
s	19247	5.6%
l	18405	5.4%
Other values (43)	107081	31.2%

None

Value	Count	Frequency (%)
é	95	32.5%
ö	94	32.2%
ü	54	18.5%
ÿ	8	2.7%
ó	6	2.1%
ø	5	1.7%
º	4	1.4%
í	4	1.4%
ú	3	1.0%
ë	3	1.0%
Other values (11)	16	5.5%

Punctuation

Value	Count	Frequency (%)
•	4	57.1%
’	2	28.6%
–	1	14.3%

CJK

Value	Count	Frequency (%)
露	2	28.6%
張	2	28.6%
麗	1	14.3%
家	1	14.3%
彭	1	14.3%

Cyrillic

Value	Count	Frequency (%)
т	1	11.1%
н	1	11.1%
а	1	11.1%
и	1	11.1%
л	1	11.1%
о	1	11.1%
ф	1	11.1%
э	1	11.1%
д	1	11.1%

track_name
Text

Distinct	23689
Distinct (%)	83.5%
Missing	0
Missing (%)	0.0%
Memory size	221.8 KiB

Length

Max length	163
Median length	92
Mean length	16.224905
Min length	1

Characters and Unicode

Total characters	460333
Distinct characters	152
Distinct categories	15 ?
Distinct scripts	7 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21073 ?
Unique (%)	74.3%

Sample

1st row	mohabbat bhi jhoothi
2nd row	i believe
3rd row	cry
4th row	patricia
5th row	apopse eida oneiro

Value	Count	Frequency (%)
the	3955	4.3%
you	2232	2.4%
i	1826	2.0%
a	1554	1.7%
love	1517	1.7%
me	1508	1.6%
of	1472	1.6%
my	1403	1.5%
to	1360	1.5%
in	1355	1.5%
Other values (11076)	73229	80.1%

Most occurring characters

Value	Count	Frequency (%)
	63039	13.7%
e	45975	10.0%
o	34460	7.5%
t	29724	6.5%
a	29354	6.4%
i	27022	5.9%
n	26397	5.7%
r	22108	4.8%
s	21442	4.7%
l	20858	4.5%
Other values (142)	139954	30.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	385904	83.8%
Space Separator	63039	13.7%
Other Punctuation	6827	1.5%
Open Punctuation	1526	0.3%
Close Punctuation	1526	0.3%
Decimal Number	999	0.2%
Dash Punctuation	365	0.1%
Other Letter	62	< 0.1%
Final Punctuation	54	< 0.1%
Currency Symbol	15	< 0.1%
Other values (5)	16	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	45975	11.9%
o	34460	8.9%
t	29724	7.7%
a	29354	7.6%
i	27022	7.0%
n	26397	6.8%
r	22108	5.7%
s	21442	5.6%
l	20858	5.4%
h	17598	4.6%
Other values (46)	110966	28.8%

Other Letter

Value	Count	Frequency (%)
ب	3	4.8%
ل	3	4.8%
ى	2	3.2%
你	2	3.2%
孤	2	3.2%
ي	2	3.2%
ح	2	3.2%
分	2	3.2%
ف	2	3.2%
ة	1	1.6%
Other values (41)	41	66.1%

Other Punctuation

Value	Count	Frequency (%)
'	4242	62.1%
.	964	14.1%
,	756	11.1%
&	218	3.2%
?	213	3.1%
/	143	2.1%
!	125	1.8%
"	50	0.7%
*	46	0.7%
:	44	0.6%
Other values (5)	26	0.4%

Decimal Number

Value	Count	Frequency (%)
0	192	19.2%
1	190	19.0%
2	143	14.3%
9	101	10.1%
5	81	8.1%
3	72	7.2%
4	72	7.2%
6	53	5.3%
8	48	4.8%
7	47	4.7%

Math Symbol

Value	Count	Frequency (%)
+	3	42.9%
=	2	28.6%
>	1	14.3%
\|	1	14.3%

Open Punctuation

Value	Count	Frequency (%)
(	1501	98.4%
[	25	1.6%

Close Punctuation

Value	Count	Frequency (%)
)	1501	98.4%
]	25	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	363	99.5%
–	2	0.5%

Final Punctuation

Value	Count	Frequency (%)
’	53	98.1%
”	1	1.9%

Other Symbol

Value	Count	Frequency (%)
°	4	80.0%
®	1	20.0%

Initial Punctuation

Value	Count	Frequency (%)
“	1	50.0%
‘	1	50.0%

Space Separator

Value	Count	Frequency (%)
	63039	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	15	100.0%

Modifier Symbol

Value	Count	Frequency (%)
´	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	385889	83.8%
Common	74367	16.2%
Han	35	< 0.1%
Arabic	24	< 0.1%
Cyrillic	15	< 0.1%
Hangul	2	< 0.1%
Hiragana	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	63039	84.8%
'	4242	5.7%
(	1501	2.0%
)	1501	2.0%
.	964	1.3%
,	756	1.0%
-	363	0.5%
&	218	0.3%
?	213	0.3%
0	192	0.3%
Other values (35)	1378	1.9%

Latin

Value	Count	Frequency (%)
e	45975	11.9%
o	34460	8.9%
t	29724	7.7%
a	29354	7.6%
i	27022	7.0%
n	26397	6.8%
r	22108	5.7%
s	21442	5.6%
l	20858	5.4%
h	17598	4.6%
Other values (35)	110951	28.8%

Han

Value	Count	Frequency (%)
你	2	5.7%
孤	2	5.7%
分	2	5.7%
那	1	2.9%
巫	1	2.9%
個	1	2.9%
要	1	2.9%
需	1	2.9%
鐘	1	2.9%
山	1	2.9%
Other values (22)	22	62.9%

Arabic

Value	Count	Frequency (%)
ب	3	12.5%
ل	3	12.5%
ى	2	8.3%
ي	2	8.3%
ح	2	8.3%
ف	2	8.3%
ة	1	4.2%
ج	1	4.2%
س	1	4.2%
ت	1	4.2%
Other values (6)	6	25.0%

Cyrillic

Value	Count	Frequency (%)
а	3	20.0%
у	2	13.3%
в	2	13.3%
т	1	6.7%
е	1	6.7%
л	1	6.7%
к	1	6.7%
ы	1	6.7%
з	1	6.7%
м	1	6.7%

Hangul

Value	Count	Frequency (%)
게	1	50.0%
하	1	50.0%

Hiragana

Value	Count	Frequency (%)
の	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	460111	> 99.9%
None	86	< 0.1%
Punctuation	59	< 0.1%
CJK	35	< 0.1%
Arabic	24	< 0.1%
Cyrillic	15	< 0.1%
Hangul	2	< 0.1%
Hiragana	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	63039	13.7%
e	45975	10.0%
o	34460	7.5%
t	29724	6.5%
a	29354	6.4%
i	27022	5.9%
n	26397	5.7%
r	22108	4.8%
s	21442	4.7%
l	20858	4.5%
Other values (50)	139732	30.4%

Punctuation

Value	Count	Frequency (%)
’	53	89.8%
–	2	3.4%
“	1	1.7%
”	1	1.7%
…	1	1.7%
‘	1	1.7%

None

Value	Count	Frequency (%)
é	25	29.1%
á	14	16.3%
ó	6	7.0%
í	4	4.7%
°	4	4.7%
ü	4	4.7%
ñ	4	4.7%
ú	4	4.7%
ç	3	3.5%
å	2	2.3%
Other values (14)	16	18.6%

Arabic

Value	Count	Frequency (%)
ب	3	12.5%
ل	3	12.5%
ى	2	8.3%
ي	2	8.3%
ح	2	8.3%
ف	2	8.3%
ة	1	4.2%
ج	1	4.2%
س	1	4.2%
ت	1	4.2%
Other values (6)	6	25.0%

Cyrillic

Value	Count	Frequency (%)
а	3	20.0%
у	2	13.3%
в	2	13.3%
т	1	6.7%
е	1	6.7%
л	1	6.7%
к	1	6.7%
ы	1	6.7%
з	1	6.7%
м	1	6.7%

CJK

Value	Count	Frequency (%)
你	2	5.7%
孤	2	5.7%
分	2	5.7%
那	1	2.9%
巫	1	2.9%
個	1	2.9%
要	1	2.9%
需	1	2.9%
鐘	1	2.9%
山	1	2.9%
Other values (22)	22	62.9%

Hangul

Value	Count	Frequency (%)
게	1	50.0%
하	1	50.0%

Hiragana

Value	Count	Frequency (%)
の	1	100.0%

release_date
Real number (ℝ)

HIGH CORRELATION

Distinct	70
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1990.2369

Minimum	1950
Maximum	2019
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	1950
5-th percentile	1959
Q1	1975
median	1991
Q3	2007
95-th percentile	2017
Maximum	2019
Range	69
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	18.487463
Coefficient of variation (CV)	0.0092890767
Kurtosis	-1.1017566
Mean	1990.2369
Median Absolute Deviation (MAD)	16
Skewness	-0.17848982
Sum	56467001
Variance	341.78629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2017	660	2.3%
2018	653	2.3%
2015	617	2.2%
2009	597	2.1%
2012	588	2.1%
2013	560	2.0%
2014	537	1.9%
2019	534	1.9%
2016	533	1.9%
2011	531	1.9%
Other values (60)	22562	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1950	51	0.2%
1951	58	0.2%
1952	60	0.2%
1953	48	0.2%
1954	109	0.4%
1955	106	0.4%
1956	200	0.7%
1957	237	0.8%
1958	287	1.0%
1959	312	1.1%

Value	Count	Frequency (%)
2019	534	1.9%
2018	653	2.3%
2017	660	2.3%
2016	533	1.9%
2015	617	2.2%
2014	537	1.9%
2013	560	2.0%
2012	588	2.1%
2011	531	1.9%
2010	418	1.5%

genre
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	221.8 KiB

pop	7042
country	5445
blues	4604
rock	4034
jazz	3845
Other values (2)	3402

Length

Max length	7
Median length	6
Mean length	4.7614902
Min length	3

Characters and Unicode

Total characters	135093
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	pop
2nd row	pop
3rd row	pop
4th row	pop
5th row	pop

Common Values

Value	Count	Frequency (%)
pop	7042	24.8%
country	5445	19.2%
blues	4604	16.2%
rock	4034	14.2%
jazz	3845	13.6%
reggae	2498	8.8%
hip hop	904	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pop	7042	24.1%
country	5445	18.6%
blues	4604	15.7%
rock	4034	13.8%
jazz	3845	13.1%
reggae	2498	8.5%
hip	904	3.1%
hop	904	3.1%

Most occurring characters

Value	Count	Frequency (%)
o	17425	12.9%
p	15892	11.8%
r	11977	8.9%
u	10049	7.4%
e	9600	7.1%
c	9479	7.0%
z	7690	5.7%
a	6343	4.7%
t	5445	4.0%
n	5445	4.0%
Other values (10)	35748	26.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	134189	99.3%
Space Separator	904	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	17425	13.0%
p	15892	11.8%
r	11977	8.9%
u	10049	7.5%
e	9600	7.2%
c	9479	7.1%
z	7690	5.7%
a	6343	4.7%
t	5445	4.1%
n	5445	4.1%
Other values (9)	34844	26.0%

Space Separator

Value	Count	Frequency (%)
	904	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	134189	99.3%
Common	904	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	17425	13.0%
p	15892	11.8%
r	11977	8.9%
u	10049	7.5%
e	9600	7.2%
c	9479	7.1%
z	7690	5.7%
a	6343	4.7%
t	5445	4.1%
n	5445	4.1%
Other values (9)	34844	26.0%

Common

Value	Count	Frequency (%)
	904	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	135093	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	17425	12.9%
p	15892	11.8%
r	11977	8.9%
u	10049	7.4%
e	9600	7.1%
c	9479	7.0%
z	7690	5.7%
a	6343	4.7%
t	5445	4.0%
n	5445	4.0%
Other values (10)	35748	26.5%

lyrics
Text

UNIQUE

Distinct	28372
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	221.8 KiB

Length

Max length	1714
Median length	1061
Mean length	446.90836
Min length	4

Characters and Unicode

Total characters	12679684
Distinct characters	670
Distinct categories	5 ?
Distinct scripts	9 ?
Distinct blocks	11 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28372 ?
Unique (%)	100.0%

Sample

1st row	hold time feel break feel untrue convince speak voice tear try hold hurt try forgive okay play break string feel heart want feel tell real truth hurt lie worse anymore little turn dust play house ruin run leave save like chase train late late tear try hold hurt try forgive okay play break string feel heart want feel tell real truth hurt lie worse anymore little run leave save like chase train know late late play break string feel heart want feel tell real truth hurt lie worse anymore little know little hold time feel
2nd row	believe drop rain fall grow believe darkest night candle glow believe go astray come believe believe believe smallest prayer hear believe great hear word time hear bear baby touch leaf believe believe believe lord heaven guide sin hide believe calvary die pierce believe death rise meet heaven loud amen know believe
3rd row	sweetheart send letter goodbye secret feel better wake dream think real false emotions feel heartaches hang long blue get bluer song remember cloudy hair
4th row	kiss lips want stroll charm mambo chacha meringue heaven arm japan brag geisha care long uncle eye starry sort gleam like million dollar dream come true everybody wish steal heart away guess try eye starry sort gleam like million dollar dream come true kiss lips want stroll charm japan brag geisha care long uncle
5th row	till darling till matter know till dream live apart know hearts till world free oceans cross mountains climb know gain loss pray loss time till dream till memory till hold till oceans cross mountains climb know gain loss pray loss time till dream till memory till hold till

Value	Count	Frequency (%)
know	33526	1.6%
like	29649	1.4%
time	26504	1.3%
come	23619	1.1%
go	17032	0.8%
feel	16795	0.8%
yeah	16787	0.8%
away	16773	0.8%
heart	16737	0.8%
life	15906	0.8%
Other values (51683)	1858635	89.7%

Most occurring characters

Value	Count	Frequency (%)
	2043591	16.1%
e	1319931	10.4%
a	890830	7.0%
o	745010	5.9%
i	724912	5.7%
t	719674	5.7%
r	705211	5.6%
n	691191	5.5%
l	682254	5.4%
s	593524	4.7%
Other values (660)	3563556	28.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10634085	83.9%
Space Separator	2043591	16.1%
Other Letter	1986	< 0.1%
Modifier Letter	17	< 0.1%
Other Number	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
ا	40	2.0%
ي	34	1.7%
지	33	1.7%
و	29	1.5%
어	29	1.5%
我	29	1.5%
ل	28	1.4%
抰	22	1.1%
い	22	1.1%
の	22	1.1%
Other values (577)	1698	85.5%

Lowercase Letter

Value	Count	Frequency (%)
e	1319931	12.4%
a	890830	8.4%
o	745010	7.0%
i	724912	6.8%
t	719674	6.8%
r	705211	6.6%
n	691191	6.5%
l	682254	6.4%
s	593524	5.6%
h	423037	4.0%
Other values (69)	3138511	29.5%

Modifier Letter

Value	Count	Frequency (%)
ʼ	13	76.5%
ー	4	23.5%

Space Separator

Value	Count	Frequency (%)
	2043591	100.0%

Other Number

Value	Count	Frequency (%)
½	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10634054	83.9%
Common	2043614	16.1%
Hangul	738	< 0.1%
Han	598	< 0.1%
Hiragana	294	< 0.1%
Arabic	290	< 0.1%
Katakana	62	< 0.1%
Cyrillic	30	< 0.1%
Tamil	4	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
我	29	4.8%
抰	22	3.7%
你	16	2.7%
的	15	2.5%
有	10	1.7%
要	8	1.3%
會	7	1.2%
自	7	1.2%
不	7	1.2%
是	6	1.0%
Other values (255)	471	78.8%

Hangul

Value	Count	Frequency (%)
지	33	4.5%
어	29	3.9%
에	21	2.8%
이	21	2.8%
아	20	2.7%
리	16	2.2%
면	15	2.0%
가	15	2.0%
서	14	1.9%
마	14	1.9%
Other values (192)	540	73.2%

Latin

Value	Count	Frequency (%)
e	1319931	12.4%
a	890830	8.4%
o	745010	7.0%
i	724912	6.8%
t	719674	6.8%
r	705211	6.6%
n	691191	6.5%
l	682254	6.4%
s	593524	5.6%
h	423037	4.0%
Other values (51)	3138480	29.5%

Hiragana

Value	Count	Frequency (%)
い	22	7.5%
の	22	7.5%
ら	14	4.8%
も	13	4.4%
る	13	4.4%
な	13	4.4%
か	12	4.1%
ま	10	3.4%
た	10	3.4%
に	10	3.4%
Other values (43)	155	52.7%

Katakana

Value	Count	Frequency (%)
ル	5	8.1%
ン	5	8.1%
ト	4	6.5%
リ	4	6.5%
ヒ	3	4.8%
シ	3	4.8%
モ	3	4.8%
デ	2	3.2%
カ	2	3.2%
ア	2	3.2%
Other values (26)	29	46.8%

Arabic

Value	Count	Frequency (%)
ا	40	13.8%
ي	34	11.7%
و	29	10.0%
ل	28	9.7%
م	18	6.2%
ك	14	4.8%
س	12	4.1%
ب	12	4.1%
ت	11	3.8%
ر	11	3.8%
Other values (18)	81	27.9%

Cyrillic

Value	Count	Frequency (%)
е	4	13.3%
я	4	13.3%
а	3	10.0%
о	2	6.7%
т	2	6.7%
и	2	6.7%
у	2	6.7%
л	2	6.7%
щ	1	3.3%
п	1	3.3%
Other values (7)	7	23.3%

Common

Value	Count	Frequency (%)
	2043591	> 99.9%
ʼ	13	< 0.1%
½	5	< 0.1%
ー	4	< 0.1%
µ	1	< 0.1%

Tamil

Value	Count	Frequency (%)
ட	2	50.0%
ஸ	1	25.0%
ல	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12676770	> 99.9%
None	880	< 0.1%
Hangul	738	< 0.1%
CJK	598	< 0.1%
Hiragana	294	< 0.1%
Arabic	290	< 0.1%
Katakana	66	< 0.1%
Cyrillic	30	< 0.1%
Modifier Letters	13	< 0.1%
Tamil	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2043591	16.1%
e	1319931	10.4%
a	890830	7.0%
o	745010	5.9%
i	724912	5.7%
t	719674	5.7%
r	705211	5.6%
n	691191	5.5%
l	682254	5.4%
s	593524	4.7%
Other values (17)	3560642	28.1%

None

Value	Count	Frequency (%)
é	289	32.8%
í	79	9.0%
ó	69	7.8%
á	69	7.8%
ñ	53	6.0%
â	48	5.5%
ö	37	4.2%
è	36	4.1%
ä	23	2.6%
à	21	2.4%
Other values (26)	156	17.7%

Arabic

Value	Count	Frequency (%)
ا	40	13.8%
ي	34	11.7%
و	29	10.0%
ل	28	9.7%
م	18	6.2%
ك	14	4.8%
س	12	4.1%
ب	12	4.1%
ت	11	3.8%
ر	11	3.8%
Other values (18)	81	27.9%

Hangul

Value	Count	Frequency (%)
지	33	4.5%
어	29	3.9%
에	21	2.8%
이	21	2.8%
아	20	2.7%
리	16	2.2%
면	15	2.0%
가	15	2.0%
서	14	1.9%
마	14	1.9%
Other values (192)	540	73.2%

CJK

Value	Count	Frequency (%)
我	29	4.8%
抰	22	3.7%
你	16	2.7%
的	15	2.5%
有	10	1.7%
要	8	1.3%
會	7	1.2%
自	7	1.2%
不	7	1.2%
是	6	1.0%
Other values (255)	471	78.8%

Hiragana

Value	Count	Frequency (%)
い	22	7.5%
の	22	7.5%
ら	14	4.8%
も	13	4.4%
る	13	4.4%
な	13	4.4%
か	12	4.1%
ま	10	3.4%
た	10	3.4%
に	10	3.4%
Other values (43)	155	52.7%

Modifier Letters

Value	Count	Frequency (%)
ʼ	13	100.0%

Katakana

Value	Count	Frequency (%)
ル	5	7.6%
ン	5	7.6%
ト	4	6.1%
リ	4	6.1%
ー	4	6.1%
ヒ	3	4.5%
シ	3	4.5%
モ	3	4.5%
デ	2	3.0%
カ	2	3.0%
Other values (27)	31	47.0%

Cyrillic

Value	Count	Frequency (%)
е	4	13.3%
я	4	13.3%
а	3	10.0%
о	2	6.7%
т	2	6.7%
и	2	6.7%
у	2	6.7%
л	2	6.7%
щ	1	3.3%
п	1	3.3%
Other values (7)	7	23.3%

Tamil

Value	Count	Frequency (%)
ட	2	50.0%
ஸ	1	25.0%
ல	1	25.0%

Alphabetic PF

Value	Count	Frequency (%)
ﬁ	1	100.0%

len
Real number (ℝ)

Distinct	199
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.028444

Minimum	1
Maximum	199
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	1
5-th percentile	23
Q1	42
median	63
Q3	93
95-th percentile	165
Maximum	199
Range	198
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	41.829831
Coefficient of variation (CV)	0.5727882
Kurtosis	0.57864027
Mean	73.028444
Median Absolute Deviation (MAD)	24
Skewness	1.03586
Sum	2071963
Variance	1749.7347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
44	394	1.4%
56	371	1.3%
50	370	1.3%
49	370	1.3%
37	367	1.3%
43	362	1.3%
46	358	1.3%
42	354	1.2%
39	354	1.2%
60	346	1.2%
Other values (189)	24726	87.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
2	11	< 0.1%
3	13	< 0.1%
4	21	0.1%
5	11	< 0.1%
6	23	0.1%
7	37	0.1%
8	29	0.1%
9	32	0.1%
10	32	0.1%

Value	Count	Frequency (%)
199	46	0.2%
198	30	0.1%
197	42	0.1%
196	35	0.1%
195	42	0.1%
194	35	0.1%
193	35	0.1%
192	44	0.2%
191	31	0.1%
190	38	0.1%

dating
Real number (ℝ)

Distinct	27918
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.021111633

Minimum	0.00029078221
Maximum	0.64770568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00029078221
5-th percentile	0.0005425936
Q1	0.00092336106
median	0.0014619884
Q3	0.004048583
95-th percentile	0.12454038
Maximum	0.64770568
Range	0.6474149
Interquartile range (IQR)	0.003125222

Descriptive statistics

Standard deviation	0.052369926
Coefficient of variation (CV)	2.4806194
Kurtosis	20.997205
Mean	0.021111633
Median Absolute Deviation (MAD)	0.00072069854
Skewness	4.0366831
Sum	598.97924
Variance	0.0027426091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.002631578947	9	< 0.1%
0.002288329519	8	< 0.1%
0.02631578947	8	< 0.1%
0.005263157895	8	< 0.1%
0.00350877193	7	< 0.1%
0.01754385965	7	< 0.1%
0.003759398496	6	< 0.1%
0.003289473684	6	< 0.1%
0.004048582996	6	< 0.1%
0.004784688995	6	< 0.1%
Other values (27908)	28301	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002907822077	1	< 0.1%
0.000290782208	1	< 0.1%
0.0002923976661	1	< 0.1%
0.0002973535537	1	< 0.1%
0.0002990430659	1	< 0.1%
0.0003095975399	1	< 0.1%
0.0003095975438	1	< 0.1%
0.0003114294676	1	< 0.1%
0.0003151591575	1	< 0.1%
0.0003151591665	1	< 0.1%

Value	Count	Frequency (%)
0.6477056837	1	< 0.1%
0.579519711	1	< 0.1%
0.5743965223	1	< 0.1%
0.5543998463	1	< 0.1%
0.5523156343	1	< 0.1%
0.542628148	1	< 0.1%
0.537593985	1	< 0.1%
0.5374171477	1	< 0.1%
0.5357473396	1	< 0.1%
0.5353983362	1	< 0.1%

violence
Real number (ℝ)

Distinct	28189
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.11839643

Minimum	0.00028449504
Maximum	0.98178138
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449504
5-th percentile	0.0005720824
Q1	0.0011198209
median	0.0025062658
Q3	0.19260771
95-th percentile	0.48640765
Maximum	0.98178138
Range	0.98149688
Interquartile range (IQR)	0.19148789

Descriptive statistics

Standard deviation	0.17868387
Coefficient of variation (CV)	1.5091997
Kurtosis	1.4946657
Mean	0.11839643
Median Absolute Deviation (MAD)	0.0019463554
Skewness	1.5138478
Sum	3359.1436
Variance	0.031927924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01754385965	7	< 0.1%
0.02631578947	6	< 0.1%
0.01052631579	4	< 0.1%
0.01754385965	4	< 0.1%
0.01754385965	4	< 0.1%
0.2984576458	3	< 0.1%
0.01052631685	3	< 0.1%
0.001814882089	3	< 0.1%
0.2828768501	3	< 0.1%
0.002392344545	3	< 0.1%
Other values (28179)	28332	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950389	1	< 0.1%
0.0002907822232	1	< 0.1%
0.000292397673	1	< 0.1%
0.0002940311793	1	< 0.1%
0.0002973535683	1	< 0.1%
0.0002990430779	1	< 0.1%
0.0003042288128	1	< 0.1%
0.0003095975299	1	< 0.1%
0.0003095975469	1	< 0.1%
0.0003132832207	1	< 0.1%

Value	Count	Frequency (%)
0.9817813761	1	< 0.1%
0.9743954476	1	< 0.1%
0.9703947359	1	< 0.1%
0.9686888242	1	< 0.1%
0.9649122798	1	< 0.1%
0.9649122767	1	< 0.1%
0.954887217	1	< 0.1%
0.947368421	1	< 0.1%
0.936842104	1	< 0.1%
0.9271255027	1	< 0.1%

world/life
Real number (ℝ)

HIGH CORRELATION

Distinct	28195
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12097315

Minimum	0.00029078223
Maximum	0.96210526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00029078223
5-th percentile	0.00057836903
Q1	0.0011695907
median	0.0065789474
Q3	0.197793
95-th percentile	0.47982057
Maximum	0.96210526
Range	0.96181448
Interquartile range (IQR)	0.19662341

Descriptive statistics

Standard deviation	0.1721996
Coefficient of variation (CV)	1.4234531
Kurtosis	1.2799901
Mean	0.12097315
Median Absolute Deviation (MAD)	0.0061771796
Skewness	1.4492067
Sum	3432.2501
Variance	0.029652702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01754385965	8	< 0.1%
0.01754385965	6	< 0.1%
0.02631578947	6	< 0.1%
0.01052631579	4	< 0.1%
0.001196172288	3	< 0.1%
0.3408804109	3	< 0.1%
0.002392344608	3	< 0.1%
0.007518797046	3	< 0.1%
0.001754386021	3	< 0.1%
0.2105263133	3	< 0.1%
Other values (28185)	28330	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002907822291	1	< 0.1%
0.0002923976623	1	< 0.1%
0.0002973535634	1	< 0.1%
0.0003007519025	1	< 0.1%
0.0003059975831	1	< 0.1%
0.0003095975286	1	< 0.1%
0.0003095975395	1	< 0.1%
0.0003132832124	1	< 0.1%
0.000313283219	1	< 0.1%
0.0003132832372	1	< 0.1%

Value	Count	Frequency (%)
0.9621052631	1	< 0.1%
0.9501385026	1	< 0.1%
0.9473684202	1	< 0.1%
0.9438583351	1	< 0.1%
0.9368421047	1	< 0.1%
0.9323308271	1	< 0.1%
0.930577429	1	< 0.1%
0.9147567005	1	< 0.1%
0.913875598	1	< 0.1%
0.8947368421	1	< 0.1%

night/time
Real number (ℝ)

Distinct	28169
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.057387051

Minimum	0.00028918453
Maximum	0.97368421
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028918453
5-th percentile	0.00055401667
Q1	0.0010319918
median	0.0019493178
Q3	0.065842187
95-th percentile	0.33114163
Maximum	0.97368421
Range	0.97339503
Interquartile range (IQR)	0.064810195

Descriptive statistics

Standard deviation	0.11192319
Coefficient of variation (CV)	1.9503213
Kurtosis	8.5319185
Mean	0.057387051
Median Absolute Deviation (MAD)	0.0012830952
Skewness	2.7615979
Sum	1628.1854
Variance	0.012526799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	8	< 0.1%
0.01754385965	7	< 0.1%
0.01754385965	5	< 0.1%
0.01052631579	4	< 0.1%
0.004784688995	3	< 0.1%
0.001814882293	3	< 0.1%
0.001754385965	3	< 0.1%
0.002923976608	3	< 0.1%
0.002392344502	3	< 0.1%
0.008771929825	3	< 0.1%
Other values (28159)	28330	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002891845286	1	< 0.1%
0.0002907822267	1	< 0.1%
0.0002973535855	1	< 0.1%
0.0002990430693	1	< 0.1%
0.0003042288061	1	< 0.1%
0.000305997554	1	< 0.1%
0.0003114294852	1	< 0.1%
0.0003114294941	1	< 0.1%
0.0003132832116	1	< 0.1%
0.0003132832246	1	< 0.1%

Value	Count	Frequency (%)
0.9736842104	1	< 0.1%
0.9588100669	1	< 0.1%
0.9501385025	1	< 0.1%
0.9210526314	1	< 0.1%
0.9120572002	1	< 0.1%
0.894736841	1	< 0.1%
0.8878326379	1	< 0.1%
0.8815789468	1	< 0.1%
0.8759142029	1	< 0.1%
0.8609022556	1	< 0.1%

shake the audience
Real number (ℝ)

Distinct	27161
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.017422389

Minimum	0.00028449502
Maximum	0.49746324
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449502
5-th percentile	0.00057208238
Q1	0.00099304866
median	0.0015948963
Q3	0.01000169
95-th percentile	0.097268046
Maximum	0.49746324
Range	0.49717875
Interquartile range (IQR)	0.0090086418

Descriptive statistics

Standard deviation	0.040670199
Coefficient of variation (CV)	2.3343641
Kurtosis	23.450776
Mean	0.017422389
Median Absolute Deviation (MAD)	0.00079744817
Skewness	4.1506512
Sum	494.30801
Variance	0.0016540651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001754385965	18	0.1%
0.002192982456	17	0.1%
0.002631578947	17	0.1%
0.00350877193	16	0.1%
0.001814882033	15	0.1%
0.001879699248	15	0.1%
0.002105263158	14	< 0.1%
0.002923976608	14	< 0.1%
0.002392344498	14	< 0.1%
0.001949317739	13	< 0.1%
Other values (27151)	28219	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950238	1	< 0.1%
0.0002907822124	1	< 0.1%
0.0003059975524	1	< 0.1%
0.0003095975244	1	< 0.1%
0.0003114294641	1	< 0.1%
0.00031328321	1	< 0.1%
0.0003151591558	1	< 0.1%
0.0003170577263	1	< 0.1%
0.0003189792688	1	< 0.1%
0.000320924289	1	< 0.1%

Value	Count	Frequency (%)
0.4974632448	1	< 0.1%
0.485645933	1	< 0.1%
0.4653309643	1	< 0.1%
0.4600063372	1	< 0.1%
0.4509131723	1	< 0.1%
0.4502923971	1	< 0.1%
0.4424312685	1	< 0.1%
0.4370709382	1	< 0.1%
0.4332465178	1	< 0.1%
0.4303033601	1	< 0.1%

family/gospel
Real number (ℝ)

Distinct	28050
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.017045408

Minimum	0.0002891845
Maximum	0.54530302
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.0002891845
5-th percentile	0.00053705694
Q1	0.00092336115
median	0.0015037594
Q3	0.004784689
95-th percentile	0.095047623
Maximum	0.54530302
Range	0.54501384
Interquartile range (IQR)	0.0038613279

Descriptive statistics

Standard deviation	0.041965712
Coefficient of variation (CV)	2.4619952
Kurtosis	27.087634
Mean	0.017045408
Median Absolute Deviation (MAD)	0.00075187968
Skewness	4.4431351
Sum	483.61231
Variance	0.001761121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	8	< 0.1%
0.01754385965	7	< 0.1%
0.01754385965	6	< 0.1%
0.008771929825	6	< 0.1%
0.004048582996	5	< 0.1%
0.00350877193	5	< 0.1%
0.002024291498	5	< 0.1%
0.01052631579	5	< 0.1%
0.003759398496	5	< 0.1%
0.003289473684	5	< 0.1%
Other values (28040)	28315	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002891845013	1	< 0.1%
0.0002907822064	1	< 0.1%
0.0002940311706	1	< 0.1%
0.000297353559	1	< 0.1%
0.0002990430658	1	< 0.1%
0.0003007519201	1	< 0.1%
0.000304228782	1	< 0.1%
0.0003059975657	1	< 0.1%
0.0003095975243	1	< 0.1%
0.0003095975246	1	< 0.1%

Value	Count	Frequency (%)
0.5453030205	1	< 0.1%
0.5065789456	1	< 0.1%
0.5028731995	1	< 0.1%
0.5013160115	1	< 0.1%
0.4982943466	1	< 0.1%
0.486515715	1	< 0.1%
0.4834833762	1	< 0.1%
0.4831910727	1	< 0.1%
0.4816878521	1	< 0.1%
0.4797251136	1	< 0.1%

romantic
Real number (ℝ)

Distinct	27892
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.048680962

Minimum	0.00028449502
Maximum	0.94078947
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449502
5-th percentile	0.00053163213
Q1	0.00097465887
median	0.001754386
Q3	0.042301315
95-th percentile	0.31686382
Maximum	0.94078947
Range	0.94050498
Interquartile range (IQR)	0.041326656

Descriptive statistics

Standard deviation	0.10609521
Coefficient of variation (CV)	2.1793983
Kurtosis	11.04026
Mean	0.048680962
Median Absolute Deviation (MAD)	0.0010964912
Skewness	3.1461001
Sum	1381.1763
Variance	0.011256193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00350877193	8	< 0.1%
0.001754385965	7	< 0.1%
0.004048582996	7	< 0.1%
0.001814882033	7	< 0.1%
0.004048582996	7	< 0.1%
0.02631578947	7	< 0.1%
0.002392344498	7	< 0.1%
0.002192982456	6	< 0.1%
0.01754385965	6	< 0.1%
0.01754385965	6	< 0.1%
Other values (27882)	28304	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950229	1	< 0.1%
0.0002907822075	1	< 0.1%
0.0002923976639	1	< 0.1%
0.0002940312204	1	< 0.1%
0.0002973535549	1	< 0.1%
0.0003059975803	1	< 0.1%
0.0003095975247	1	< 0.1%
0.0003114294762	1	< 0.1%
0.0003132832098	1	< 0.1%
0.0003132832194	1	< 0.1%

Value	Count	Frequency (%)
0.9407894737	1	< 0.1%
0.9323308261	1	< 0.1%
0.894736833	1	< 0.1%
0.894736832	1	< 0.1%
0.874059249	1	< 0.1%
0.8646616512	1	< 0.1%
0.8466267355	1	< 0.1%
0.8425513907	1	< 0.1%
0.8421052631	1	< 0.1%
0.8375286041	1	< 0.1%

communication
Real number (ℝ)

Distinct	28192
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.076679754

Minimum	0.00029078222
Maximum	0.64582937
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00029078222
5-th percentile	0.00058479534
Q1	0.0011441648
median	0.002631579
Q3	0.13213604
95-th percentile	0.30852477
Maximum	0.64582937
Range	0.64553859
Interquartile range (IQR)	0.13099188

Descriptive statistics

Standard deviation	0.10953827
Coefficient of variation (CV)	1.4285161
Kurtosis	2.1135342
Mean	0.076679754
Median Absolute Deviation (MAD)	0.002065648
Skewness	1.5692208
Sum	2175.558
Variance	0.011998632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	8	< 0.1%
0.01754385965	6	< 0.1%
0.01754385965	5	< 0.1%
0.01052631579	5	< 0.1%
0.004048582996	4	< 0.1%
0.001754385973	3	< 0.1%
0.00239234454	3	< 0.1%
0.001196172265	3	< 0.1%
0.001814882083	3	< 0.1%
0.007518796992	3	< 0.1%
Other values (28182)	28329	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002907822161	1	< 0.1%
0.0002923976887	1	< 0.1%
0.0002940311882	1	< 0.1%
0.0002973535877	1	< 0.1%
0.0003059975816	1	< 0.1%
0.0003095975311	1	< 0.1%
0.000309597534	1	< 0.1%
0.0003095975414	1	< 0.1%
0.0003114294797	1	< 0.1%
0.0003132832164	1	< 0.1%

Value	Count	Frequency (%)
0.6458293721	1	< 0.1%
0.6404481851	1	< 0.1%
0.6335497947	1	< 0.1%
0.632100967	1	< 0.1%
0.6312097944	1	< 0.1%
0.6303209206	1	< 0.1%
0.6267250804	1	< 0.1%
0.6158338433	1	< 0.1%
0.6150642445	1	< 0.1%
0.6138297308	1	< 0.1%

obscene
Real number (ℝ)

Distinct	28203
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.097167882

Minimum	0.00028918451
Maximum	0.99229782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028918451
5-th percentile	0.00061199515
Q1	0.0010526316
median	0.0018148821
Q3	0.088765203
95-th percentile	0.51450589
Maximum	0.99229782
Range	0.99200863
Interquartile range (IQR)	0.087712572

Descriptive statistics

Standard deviation	0.18130336
Coefficient of variation (CV)	1.8658775
Kurtosis	2.6949748
Mean	0.097167882
Median Absolute Deviation (MAD)	0.0010174339
Skewness	1.9105091
Sum	2756.8471
Variance	0.032870908
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	6	< 0.1%
0.01754385965	4	< 0.1%
0.01754385971	4	< 0.1%
0.002392344525	3	< 0.1%
0.00125313289	3	< 0.1%
0.001814882053	3	< 0.1%
0.007518797021	3	< 0.1%
0.01052631583	3	< 0.1%
0.00154798766	3	< 0.1%
0.001196172361	3	< 0.1%
Other values (28193)	28337	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002891845061	1	< 0.1%
0.0002923976685	1	< 0.1%
0.0003042287887	1	< 0.1%
0.0003095975326	1	< 0.1%
0.0003114294789	1	< 0.1%
0.0003170577169	1	< 0.1%
0.0003189792763	1	< 0.1%
0.0003209242818	1	< 0.1%
0.0003228931419	1	< 0.1%
0.0003289473842	1	< 0.1%

Value	Count	Frequency (%)
0.9922978174	1	< 0.1%
0.953646916	1	< 0.1%
0.9489440037	1	< 0.1%
0.9323308261	1	< 0.1%
0.9271255027	1	< 0.1%
0.9262233307	1	< 0.1%
0.9250403596	1	< 0.1%
0.9243928927	1	< 0.1%
0.9222542555	1	< 0.1%
0.9197473316	1	< 0.1%

music
Real number (ℝ)

Distinct	28177
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.060046647

Minimum	0.00028918452
Maximum	0.9569378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028918452
5-th percentile	0.00054259361
Q1	0.00097465895
median	0.001814882
Q3	0.05510053
95-th percentile	0.36530835
Maximum	0.9569378
Range	0.95664861
Interquartile range (IQR)	0.054125872

Descriptive statistics

Standard deviation	0.1233289
Coefficient of variation (CV)	2.0538849
Kurtosis	7.1863928
Mean	0.060046647
Median Absolute Deviation (MAD)	0.0011401182
Skewness	2.6647105
Sum	1703.6435
Variance	0.015210018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5263157895	4	< 0.1%
0.3508771927	4	< 0.1%
0.004385964912	4	< 0.1%
0.01052631579	4	< 0.1%
0.1007447181	3	< 0.1%
0.001814882079	3	< 0.1%
0.002770083102	3	< 0.1%
0.01754385965	3	< 0.1%
0.4105263157	3	< 0.1%
0.001253132954	3	< 0.1%
Other values (28167)	28338	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002891845183	1	< 0.1%
0.0002907822269	1	< 0.1%
0.0002923977216	1	< 0.1%
0.0002973535832	1	< 0.1%
0.000299043081	1	< 0.1%
0.0003007518835	1	< 0.1%
0.0003095975268	1	< 0.1%
0.0003095975348	1	< 0.1%
0.0003132832116	1	< 0.1%
0.0003132832185	1	< 0.1%

Value	Count	Frequency (%)
0.9569377978	1	< 0.1%
0.9016104088	1	< 0.1%
0.8943289955	1	< 0.1%
0.8807780903	1	< 0.1%
0.8748923116	1	< 0.1%
0.8662852602	1	< 0.1%
0.8646616513	1	< 0.1%
0.8593674865	1	< 0.1%
0.8423574582	1	< 0.1%
0.8266591652	1	< 0.1%

movement/places
Real number (ℝ)

Distinct	28200
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.047400547

Minimum	0.00028449503
Maximum	0.63802088
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449503
5-th percentile	0.00055401664
Q1	0.00099304868
median	0.001644737
Q3	0.054257587
95-th percentile	0.25731324
Maximum	0.63802088
Range	0.63773638
Interquartile range (IQR)	0.053264538

Descriptive statistics

Standard deviation	0.091546534
Coefficient of variation (CV)	1.9313392
Kurtosis	5.5365313
Mean	0.047400547
Median Absolute Deviation (MAD)	0.00089285728
Skewness	2.340762
Sum	1344.8483
Variance	0.0083807678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01052631579	5	< 0.1%
0.02631578947	5	< 0.1%
0.01754385965	5	< 0.1%
0.01754385998	4	< 0.1%
0.001253132865	3	< 0.1%
0.001547987651	3	< 0.1%
0.001754386234	3	< 0.1%
0.001754386014	3	< 0.1%
0.01052631601	3	< 0.1%
0.002392344557	3	< 0.1%
Other values (28190)	28335	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950336	1	< 0.1%
0.0002891845063	1	< 0.1%
0.0002907822176	1	< 0.1%
0.0003007518946	1	< 0.1%
0.0003059975689	1	< 0.1%
0.0003095975501	1	< 0.1%
0.0003095975524	1	< 0.1%
0.0003114294748	1	< 0.1%
0.0003114294838	1	< 0.1%
0.0003132832126	1	< 0.1%

Value	Count	Frequency (%)
0.6380208763	1	< 0.1%
0.6131256108	1	< 0.1%
0.600267927	1	< 0.1%
0.5847054195	1	< 0.1%
0.5839755672	1	< 0.1%
0.5767334753	1	< 0.1%
0.5746769547	1	< 0.1%
0.5734831751	1	< 0.1%
0.5706345503	1	< 0.1%
0.5694518643	1	< 0.1%

light/visual perceptions
Real number (ℝ)

Distinct	28182
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.049004902

Minimum	0.00028449503
Maximum	0.66778188
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449503
5-th percentile	0.00054259362
Q1	0.00099304873
median	0.0018148822
Q3	0.06429598
95-th percentile	0.24988811
Maximum	0.66778188
Range	0.66749738
Interquartile range (IQR)	0.063302931

Descriptive statistics

Standard deviation	0.089554461
Coefficient of variation (CV)	1.8274593
Kurtosis	6.3289024
Mean	0.049004902
Median Absolute Deviation (MAD)	0.0011401183
Skewness	2.4076729
Sum	1390.3671
Variance	0.0080200015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	8	< 0.1%
0.01754385965	5	< 0.1%
0.01754385965	4	< 0.1%
0.01052631653	3	< 0.1%
0.007518797504	3	< 0.1%
0.1724019853	3	< 0.1%
0.1952855904	3	< 0.1%
0.002392344569	3	< 0.1%
0.003095975232	3	< 0.1%
0.001814882101	3	< 0.1%
Other values (28172)	28334	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950344	1	< 0.1%
0.0002891845074	1	< 0.1%
0.0002923976705	1	< 0.1%
0.0002940311932	1	< 0.1%
0.0002973535753	1	< 0.1%
0.0002990430971	1	< 0.1%
0.0003059975733	1	< 0.1%
0.0003095975372	1	< 0.1%
0.0003095975422	1	< 0.1%
0.0003132832152	1	< 0.1%

Value	Count	Frequency (%)
0.6677818773	1	< 0.1%
0.6421170402	1	< 0.1%
0.6395848223	1	< 0.1%
0.6294252051	1	< 0.1%
0.6278127452	1	< 0.1%
0.6233442685	1	< 0.1%
0.6120869844	1	< 0.1%
0.6115882383	1	< 0.1%
0.6091857305	1	< 0.1%
0.6043716996	1	< 0.1%

family/spiritual
Real number (ℝ)

Distinct	27932
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.024150288

Minimum	0.00028449502
Maximum	0.61807252
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449502
5-th percentile	0.00053705693
Q1	0.00095693794
median	0.0016447369
Q3	0.025498209
95-th percentile	0.12642394
Maximum	0.61807252
Range	0.61778803
Interquartile range (IQR)	0.024541271

Descriptive statistics

Standard deviation	0.051025333
Coefficient of variation (CV)	2.112825
Kurtosis	17.156305
Mean	0.024150288
Median Absolute Deviation (MAD)	0.00093349931
Skewness	3.5826528
Sum	685.19198
Variance	0.0026035846
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001754385965	9	< 0.1%
0.002288329519	8	< 0.1%
0.001879699248	8	< 0.1%
0.01754385965	8	< 0.1%
0.002631578947	7	< 0.1%
0.005263157895	7	< 0.1%
0.001253132832	6	< 0.1%
0.02631578947	6	< 0.1%
0.002392344498	6	< 0.1%
0.002631578947	6	< 0.1%
Other values (27922)	28301	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950238	1	< 0.1%
0.0002891845018	1	< 0.1%
0.0002907822057	1	< 0.1%
0.0002907822207	1	< 0.1%
0.0002923976625	1	< 0.1%
0.0002940311718	1	< 0.1%
0.000297353576	1	< 0.1%
0.0003007519286	1	< 0.1%
0.0003042288269	1	< 0.1%
0.0003059976296	1	< 0.1%

Value	Count	Frequency (%)
0.6180725221	1	< 0.1%
0.6016174698	1	< 0.1%
0.5517260677	1	< 0.1%
0.5033835109	1	< 0.1%
0.4989978571	1	< 0.1%
0.4924043188	1	< 0.1%
0.4839028113	1	< 0.1%
0.4789254429	1	< 0.1%
0.4771943156	1	< 0.1%
0.4758166848	1	< 0.1%

like/girls
Real number (ℝ)

Distinct	28094
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.028056991

Minimum	0.00028449504
Maximum	0.59445874
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449504
5-th percentile	0.00054824568
Q1	0.00097465888
median	0.0015948964
Q3	0.026621703
95-th percentile	0.15165406
Maximum	0.59445874
Range	0.59417425
Interquartile range (IQR)	0.025647045

Descriptive statistics

Standard deviation	0.058472795
Coefficient of variation (CV)	2.0840722
Kurtosis	11.655026
Mean	0.028056991
Median Absolute Deviation (MAD)	0.0008430166
Skewness	3.0638868
Sum	796.03294
Variance	0.0034190677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	8	< 0.1%
0.01754385965	5	< 0.1%
0.01754385965	5	< 0.1%
0.002288329519	5	< 0.1%
0.002192982456	5	< 0.1%
0.01754385965	5	< 0.1%
0.002506265664	4	< 0.1%
0.002631578947	4	< 0.1%
0.008771929825	4	< 0.1%
0.007518796992	4	< 0.1%
Other values (28084)	28323	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950381	1	< 0.1%
0.0002891845005	1	< 0.1%
0.0002907822193	1	< 0.1%
0.0002973535594	1	< 0.1%
0.0002990430959	1	< 0.1%
0.0003007519035	1	< 0.1%
0.0003042288155	1	< 0.1%
0.0003059975732	1	< 0.1%
0.0003095975511	1	< 0.1%
0.0003132832195	1	< 0.1%

Value	Count	Frequency (%)
0.5944587414	1	< 0.1%
0.5423605939	1	< 0.1%
0.5320697548	1	< 0.1%
0.5287754237	1	< 0.1%
0.527143368	1	< 0.1%
0.500239806	1	< 0.1%
0.4995888811	1	< 0.1%
0.4994841139	1	< 0.1%
0.4955493721	1	< 0.1%
0.4954271293	1	< 0.1%

sadness
Real number (ℝ)

Distinct	28191
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12938933

Minimum	0.00028449503
Maximum	0.98142415
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.00028449503
5-th percentile	0.00055991043
Q1	0.0011441648
median	0.0052631583
Q3	0.23511262
95-th percentile	0.49810625
Maximum	0.98142415
Range	0.98113965
Interquartile range (IQR)	0.23396845

Descriptive statistics

Standard deviation	0.18114282
Coefficient of variation (CV)	1.3999826
Kurtosis	0.90775761
Mean	0.12938933
Median Absolute Deviation (MAD)	0.004851974
Skewness	1.3497767
Sum	3671.0342
Variance	0.03281272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631578947	8	< 0.1%
0.01754385965	7	< 0.1%
0.01754385965	5	< 0.1%
0.002923976608	4	< 0.1%
0.01052631579	4	< 0.1%
0.001253132947	3	< 0.1%
0.007518797009	3	< 0.1%
0.2078229241	3	< 0.1%
0.00125313294	3	< 0.1%
0.0105263159	3	< 0.1%
Other values (28181)	28329	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002844950257	1	< 0.1%
0.0002907822237	1	< 0.1%
0.000292397673	1	< 0.1%
0.0002940311804	1	< 0.1%
0.0003042288067	1	< 0.1%
0.0003095975272	1	< 0.1%
0.0003095975358	1	< 0.1%
0.0003095975511	1	< 0.1%
0.0003132832187	1	< 0.1%
0.0003132832322	1	< 0.1%

Value	Count	Frequency (%)
0.9814241477	1	< 0.1%
0.939147619	1	< 0.1%
0.9300551173	1	< 0.1%
0.925904536	1	< 0.1%
0.9252871648	1	< 0.1%
0.9210526307	1	< 0.1%
0.9210526295	1	< 0.1%
0.920456444	1	< 0.1%
0.9162304076	1	< 0.1%
0.91155954	1	< 0.1%

feelings
Real number (ℝ)

Distinct	27707
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.030996269

Minimum	0.0002891845
Maximum	0.95881007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.0002891845
5-th percentile	0.00055401669
Q1	0.00099304874
median	0.001754386
Q3	0.032621554
95-th percentile	0.14544795
Maximum	0.95881007
Range	0.95852088
Interquartile range (IQR)	0.031628505

Descriptive statistics

Standard deviation	0.071651683
Coefficient of variation (CV)	2.3116228
Kurtosis	23.543925
Mean	0.030996269
Median Absolute Deviation (MAD)	0.0010334054
Skewness	4.2796634
Sum	879.42616
Variance	0.0051339637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001879699248	11	< 0.1%
0.002631578947	10	< 0.1%
0.001949317739	9	< 0.1%
0.001503759398	9	< 0.1%
0.003289473684	9	< 0.1%
0.004048582996	9	< 0.1%
0.002506265664	9	< 0.1%
0.001814882033	8	< 0.1%
0.02631578947	8	< 0.1%
0.002923976608	8	< 0.1%
Other values (27697)	28282	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0002891845002	1	< 0.1%
0.0002923976798	1	< 0.1%
0.0002973535754	1	< 0.1%
0.0002990430627	1	< 0.1%
0.0003042287901	1	< 0.1%
0.0003059975621	1	< 0.1%
0.0003095976267	1	< 0.1%
0.0003114294852	1	< 0.1%
0.0003132832082	1	< 0.1%
0.0003132832245	1	< 0.1%

Value	Count	Frequency (%)
0.9588100686	1	< 0.1%
0.9210526315	1	< 0.1%
0.8209665243	1	< 0.1%
0.8140809728	1	< 0.1%
0.8063878355	1	< 0.1%
0.7772460759	1	< 0.1%
0.7748199687	1	< 0.1%
0.7566552912	1	< 0.1%
0.7480230283	1	< 0.1%
0.7297741849	1	< 0.1%

danceability
Real number (ℝ)

Distinct	859
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5333481

Minimum	0.005415358
Maximum	0.99350157
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.005415358
5-th percentile	0.2375176
Q1	0.4129752
median	0.5386115
Q3	0.65666631
95-th percentile	0.81046247
Maximum	0.99350157
Range	0.98808621
Interquartile range (IQR)	0.24369111

Descriptive statistics

Standard deviation	0.17321799
Coefficient of variation (CV)	0.32477474
Kurtosis	-0.43913816
Mean	0.5333481
Median Absolute Deviation (MAD)	0.12130402
Skewness	-0.11780021
Sum	15132.152
Variance	0.030004472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5115347124	82	0.3%
0.5451099318	82	0.3%
0.5960142965	81	0.3%
0.5862666522	81	0.3%
0.6577493772	81	0.3%
0.5570237193	81	0.3%
0.5321130727	80	0.3%
0.6003465829	80	0.3%
0.5689375068	79	0.3%
0.5245315715	79	0.3%
Other values (849)	27566	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005415357955	1	< 0.1%
0.01440485216	1	< 0.1%
0.02187804614	1	< 0.1%
0.02523556807	1	< 0.1%
0.02935124012	1	< 0.1%
0.03433336944	1	< 0.1%
0.04072349182	1	< 0.1%
0.04083179898	1	< 0.1%
0.04364778512	1	< 0.1%
0.0458139283	2	< 0.1%

Value	Count	Frequency (%)
0.9935015705	1	< 0.1%
0.9913354273	1	< 0.1%
0.9870031409	1	< 0.1%
0.9805047114	1	< 0.1%
0.9794216398	1	< 0.1%
0.9783385682	1	< 0.1%
0.976172425	3	< 0.1%
0.9718401386	1	< 0.1%
0.970757067	1	< 0.1%
0.9696739955	1	< 0.1%

loudness
Real number (ℝ)

HIGH CORRELATION

Distinct	13066
Distinct (%)	46.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6652492

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.47105479
Q1	0.59536446
median	0.67905033
Q3	0.74902572
95-th percentile	0.81325667
Maximum	1
Range	1
Interquartile range (IQR)	0.15366126

Descriptive statistics

Standard deviation	0.10843407
Coefficient of variation (CV)	0.16299767
Kurtosis	0.55492187
Mean	0.6652492
Median Absolute Deviation (MAD)	0.075609568
Skewness	-0.70856129
Sum	18874.45
Variance	0.011757947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7548137323	10	< 0.1%
0.7488398328	10	< 0.1%
0.7332512884	9	< 0.1%
0.7631207856	9	< 0.1%
0.6931518088	9	< 0.1%
0.6240032818	9	< 0.1%
0.6398482168	9	< 0.1%
0.6808707023	9	< 0.1%
0.7216880753	9	< 0.1%
0.7140732764	8	< 0.1%
Other values (13056)	28281	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.05822629029	1	< 0.1%
0.08796759224	1	< 0.1%
0.1014024562	1	< 0.1%
0.1222213676	1	< 0.1%
0.1245288824	1	< 0.1%
0.137784273	1	< 0.1%
0.1448862908	1	< 0.1%
0.1484501192	1	< 0.1%
0.1556803323	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9676947927	1	< 0.1%
0.9645411891	1	< 0.1%
0.9445170884	1	< 0.1%
0.9404404789	1	< 0.1%
0.9367228162	1	< 0.1%
0.934235828	1	< 0.1%
0.9339537984	1	< 0.1%
0.93228726	1	< 0.1%
0.92172397	1	< 0.1%

acousticness
Real number (ℝ)

HIGH CORRELATION

Distinct	3786
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.33923473

Minimum	2.8112478 × 10^-7
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	2.8112478 × 10^-7
5-th percentile	0.00044432776
Q1	0.034235978
median	0.22590284
Q3	0.63252975
95-th percentile	0.92570274
Maximum	1
Range	0.99999972
Interquartile range (IQR)	0.59829377

Descriptive statistics

Standard deviation	0.32671429
Coefficient of variation (CV)	0.96309211
Kurtosis	-1.1266023
Mean	0.33923473
Median Absolute Deviation (MAD)	0.21812271
Skewness	0.58323692
Sum	9624.7678
Variance	0.10674223
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1174689934	51	0.2%
0.1214850617	48	0.2%
0.1044167715	47	0.2%
0.1194770276	44	0.2%
0.1234930959	44	0.2%
0.1134529252	44	0.2%
0.1204810447	44	0.2%
0.1074288227	42	0.1%
0.1144569422	41	0.1%
0.1054207886	41	0.1%
Other values (3776)	27926	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.811247802 × 10^-7	1	< 0.1%
3.012051217 × 10^-7	1	< 0.1%
3.714863168 × 10^-7	2	< 0.1%
4.317273411 × 10^-7	1	< 0.1%
5.522093898 × 10^-7	1	< 0.1%
6.52611097 × 10^-7	1	< 0.1%
7.028119506 × 10^-7	1	< 0.1%
7.329324628 × 10^-7	1	< 0.1%
7.831333164 × 10^-7	1	< 0.1%
8.3333417 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
1	3	< 0.1%
0.9989959829	17	0.1%
0.9979919659	16	0.1%
0.9969879488	18	0.1%
0.9959839317	17	0.1%
0.9949799146	19	0.1%
0.9939758976	11	< 0.1%
0.9929718805	24	0.1%
0.9919678634	20	0.1%
0.9909638463	17	0.1%

instrumentalness
Real number (ℝ)

ZEROS

Distinct	4939
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.080048954

Minimum	0
Maximum	0.99696356
Zeros	7870
Zeros (%)	27.7%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8.4919028 × 10^-5
Q3	0.0093345142
95-th percentile	0.70040486
Maximum	0.99696356
Range	0.99696356
Interquartile range (IQR)	0.0093345142

Descriptive statistics

Standard deviation	0.21124533
Coefficient of variation (CV)	2.6389518
Kurtosis	7.3185295
Mean	0.080048954
Median Absolute Deviation (MAD)	8.4919028 × 10^-5
Skewness	2.9015825
Sum	2271.1489
Variance	0.044624589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7870	27.7%
1.093117409 × 10^-5	24	0.1%
0.0001234817814	23	0.1%
0.001255060729	21	0.1%
0.1052631579	21	0.1%
0.001578947368	20	0.1%
0.01255060729	20	0.1%
0.0001032388664	20	0.1%
0.0001082995951	20	0.1%
0.001143724696	19	0.1%
Other values (4929)	20314	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7870	27.7%
1.012145749 × 10^-6	6	< 0.1%
1.022267206 × 10^-6	13	< 0.1%
1.032388664 × 10^-6	17	0.1%
1.042510121 × 10^-6	6	< 0.1%
1.052631579 × 10^-6	11	< 0.1%
1.062753036 × 10^-6	12	< 0.1%
1.072874494 × 10^-6	9	< 0.1%
1.082995951 × 10^-6	7	< 0.1%
1.093117409 × 10^-6	9	< 0.1%

Value	Count	Frequency (%)
0.9969635628	1	< 0.1%
0.9939271255	1	< 0.1%
0.991902834	1	< 0.1%
0.9908906883	1	< 0.1%
0.9858299595	1	< 0.1%
0.9848178138	1	< 0.1%
0.983805668	1	< 0.1%
0.9787449393	2	< 0.1%
0.9777327935	2	< 0.1%
0.9767206478	1	< 0.1%

valence
Real number (ℝ)

Distinct	1295
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.53286378

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.12613355
Q1	0.32914262
median	0.53936521
Q3	0.73825227
95-th percentile	0.9299258
Maximum	1
Range	1
Interquartile range (IQR)	0.40910965

Descriptive statistics

Standard deviation	0.2509719
Coefficient of variation (CV)	0.47098697
Kurtosis	-1.0283628
Mean	0.53286378
Median Absolute Deviation (MAD)	0.20507007
Skewness	-0.070639891
Sum	15118.411
Variance	0.062986895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9670239077	90	0.3%
0.9680544106	89	0.3%
0.9659934048	89	0.3%
0.9690849134	70	0.2%
0.9649629019	59	0.2%
0.9701154163	59	0.2%
0.7382522671	54	0.2%
0.5847073372	52	0.2%
0.5754328112	51	0.2%
0.5620362737	51	0.2%
Other values (1285)	27708	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01020197857	1	< 0.1%
0.01030502885	1	< 0.1%
0.0108202803	1	< 0.1%
0.01123248145	1	< 0.1%
0.01154163232	1	< 0.1%
0.01174773289	1	< 0.1%
0.01195383347	1	< 0.1%
0.01215993405	1	< 0.1%
0.01236603462	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9969084913	2	< 0.1%
0.9917559769	1	< 0.1%
0.990725474	1	< 0.1%
0.9896949711	1	< 0.1%
0.9886644683	1	< 0.1%
0.9866034625	3	< 0.1%
0.9855729596	4	< 0.1%
0.9845424567	3	< 0.1%
0.9835119538	4	< 0.1%

energy
Real number (ℝ)

HIGH CORRELATION

Distinct	1348
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.569875

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.15412774
Q1	0.38036103
median	0.58056748
Q3	0.77276568
95-th percentile	0.9409391
Maximum	1
Range	1
Interquartile range (IQR)	0.39240465

Descriptive statistics

Standard deviation	0.24438497
Coefficient of variation (CV)	0.42883961
Kurtosis	-0.94302544
Mean	0.569875
Median Absolute Deviation (MAD)	0.19620232
Skewness	-0.17714716
Sum	16168.493
Variance	0.059724015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8278224505	57	0.2%
0.7487409016	53	0.2%
0.6676572882	52	0.2%
0.4934776742	51	0.2%
0.7307223209	51	0.2%
0.723715095	51	0.2%
0.9059029671	50	0.2%
0.7016923852	49	0.2%
0.4584415449	49	0.2%
0.7147058046	49	0.2%
Other values (1338)	27860	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.003812731689	1	< 0.1%
0.004343278789	1	< 0.1%
0.004473412983	1	< 0.1%
0.007056076226	1	< 0.1%
0.007316344615	1	< 0.1%
0.007556592358	1	< 0.1%
0.007736778166	1	< 0.1%
0.00835741817	1	< 0.1%
0.008437500751	1	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0.9989989677	7	< 0.1%
0.9979979355	11	< 0.1%
0.9969969032	14	< 0.1%
0.9959958709	25	0.1%
0.9949948387	17	0.1%
0.9939938064	10	< 0.1%
0.9929927741	9	< 0.1%
0.9919917419	23	0.1%
0.9909907096	18	0.1%

topic
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	221.8 KiB

sadness	6096
violence	5710
world/life	5420
obscene	4882
music	2303
Other values (3)	3961

Length

Max length	10
Median length	8
Mean length	7.8802693
Min length	5

Characters and Unicode

Total characters	223579
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	sadness
2nd row	world/life
3rd row	music
4th row	romantic
5th row	romantic

Common Values

Value	Count	Frequency (%)
sadness	6096	21.5%
violence	5710	20.1%
world/life	5420	19.1%
obscene	4882	17.2%
music	2303	8.1%
night/time	1825	6.4%
romantic	1524	5.4%
feelings	612	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sadness	6096	21.5%
violence	5710	20.1%
world/life	5420	19.1%
obscene	4882	17.2%
music	2303	8.1%
night/time	1825	6.4%
romantic	1524	5.4%
feelings	612	2.2%

Most occurring characters

Value	Count	Frequency (%)
e	35749	16.0%
s	26085	11.7%
n	20649	9.2%
i	19219	8.6%
o	17536	7.8%
l	17162	7.7%
c	14419	6.4%
d	11516	5.2%
a	7620	3.4%
/	7245	3.2%
Other values (10)	46379	20.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	216334	96.8%
Other Punctuation	7245	3.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	35749	16.5%
s	26085	12.1%
n	20649	9.5%
i	19219	8.9%
o	17536	8.1%
l	17162	7.9%
c	14419	6.7%
d	11516	5.3%
a	7620	3.5%
r	6944	3.2%
Other values (9)	39435	18.2%

Other Punctuation

Value	Count	Frequency (%)
/	7245	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	216334	96.8%
Common	7245	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	35749	16.5%
s	26085	12.1%
n	20649	9.5%
i	19219	8.9%
o	17536	8.1%
l	17162	7.9%
c	14419	6.7%
d	11516	5.3%
a	7620	3.5%
r	6944	3.2%
Other values (9)	39435	18.2%

Common

Value	Count	Frequency (%)
/	7245	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	223579	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	35749	16.0%
s	26085	11.7%
n	20649	9.2%
i	19219	8.6%
o	17536	7.8%
l	17162	7.7%
c	14419	6.4%
d	11516	5.2%
a	7620	3.4%
/	7245	3.2%
Other values (10)	46379	20.7%

age
Real number (ℝ)

HIGH CORRELATION

Distinct	70
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42518731

Minimum	0.014285714
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	221.8 KiB

Quantile statistics

Minimum	0.014285714
5-th percentile	0.042857143
Q1	0.18571429
median	0.41428571
Q3	0.64285714
95-th percentile	0.87142857
Maximum	1
Range	0.98571429
Interquartile range (IQR)	0.45714286

Descriptive statistics

Standard deviation	0.26410662
Coefficient of variation (CV)	0.62115357
Kurtosis	-1.1017566
Mean	0.42518731
Median Absolute Deviation (MAD)	0.22857143
Skewness	0.17848982
Sum	12063.414
Variance	0.069752304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.04285714286	660	2.3%
0.02857142857	653	2.3%
0.07142857143	617	2.2%
0.1571428571	597	2.1%
0.1142857143	588	2.1%
0.1	560	2.0%
0.08571428571	537	1.9%
0.01428571429	534	1.9%
0.05714285714	533	1.9%
0.1285714286	531	1.9%
Other values (60)	22562	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01428571429	534	1.9%
0.02857142857	653	2.3%
0.04285714286	660	2.3%
0.05714285714	533	1.9%
0.07142857143	617	2.2%
0.08571428571	537	1.9%
0.1	560	2.0%
0.1142857143	588	2.1%
0.1285714286	531	1.9%
0.1428571429	418	1.5%

Value	Count	Frequency (%)
1	51	0.2%
0.9857142857	58	0.2%
0.9714285714	60	0.2%
0.9571428571	48	0.2%
0.9428571429	109	0.4%
0.9285714286	106	0.4%
0.9142857143	200	0.7%
0.9	237	0.8%
0.8857142857	287	1.0%
0.8714285714	312	1.1%

Auto

Heatmap
Table

	Unnamed: 0	acousticness	age	communication	danceability	dating	energy	family/gospel	family/spiritual	feelings	genre	instrumentalness	len	light/visual perceptions	like/girls	loudness	movement/places	music	night/time	obscene	release_date	romantic	sadness	shake the audience	topic	valence	violence	world/life
Unnamed: 0	1.000	-0.205	-0.343	-0.044	0.083	-0.050	0.172	-0.007	0.053	-0.014	0.754	0.127	0.071	0.008	-0.025	0.149	-0.007	-0.033	-0.018	0.090	0.343	-0.091	-0.089	0.030	0.101	-0.027	0.144	0.012
acousticness	-0.205	1.000	0.403	0.061	-0.034	0.122	-0.717	0.130	0.080	0.075	0.159	-0.083	-0.225	0.103	0.080	-0.540	0.071	0.188	0.050	-0.039	-0.403	0.219	0.114	-0.001	0.107	-0.111	-0.145	0.063
age	-0.343	0.403	1.000	0.054	-0.170	0.151	-0.370	0.144	0.127	0.098	0.149	0.046	-0.272	0.109	0.081	-0.502	0.077	0.181	0.086	-0.076	-1.000	0.218	0.100	0.014	0.115	0.105	-0.075	0.078
communication	-0.044	0.061	0.054	1.000	-0.044	0.093	-0.072	0.083	0.058	0.108	0.028	0.012	-0.258	-0.027	0.073	-0.054	-0.048	0.042	0.028	-0.011	-0.054	0.112	0.066	0.059	0.030	-0.043	0.005	-0.005
danceability	0.083	-0.034	-0.170	-0.044	1.000	-0.067	0.002	-0.075	-0.099	-0.076	0.205	-0.134	0.256	-0.135	-0.049	0.022	-0.050	-0.113	-0.066	0.145	0.170	-0.142	-0.151	-0.032	0.112	0.492	-0.131	-0.103
dating	-0.050	0.122	0.151	0.093	-0.067	1.000	-0.111	0.265	0.147	0.219	0.041	0.077	-0.462	0.125	0.271	-0.104	0.126	0.180	0.202	0.130	-0.151	0.294	0.133	0.238	0.045	-0.014	-0.013	0.050
energy	0.172	-0.717	-0.370	-0.072	0.002	-0.111	1.000	-0.137	-0.102	-0.081	0.169	0.035	0.258	-0.123	-0.089	0.768	-0.054	-0.196	-0.061	0.051	0.370	-0.219	-0.143	0.000	0.114	0.265	0.124	-0.109
family/gospel	-0.007	0.130	0.144	0.083	-0.075	0.265	-0.137	1.000	0.236	0.176	0.032	0.087	-0.416	0.152	0.205	-0.139	0.206	0.211	0.138	0.141	-0.144	0.215	0.086	0.191	0.015	-0.033	0.108	0.092
family/spiritual	0.053	0.080	0.127	0.058	-0.099	0.147	-0.102	0.236	1.000	0.135	0.037	0.119	-0.344	0.187	0.128	-0.121	0.157	0.218	0.090	0.029	-0.127	0.159	0.090	0.108	0.046	-0.060	0.211	0.153
feelings	-0.014	0.075	0.098	0.108	-0.076	0.219	-0.081	0.176	0.135	1.000	0.019	0.076	-0.361	0.102	0.166	-0.080	0.067	0.137	0.160	0.036	-0.098	0.192	0.071	0.148	0.360	-0.035	0.043	0.104
genre	0.754	0.159	0.149	0.028	0.205	0.041	0.169	0.032	0.037	0.019	1.000	-0.016	0.122	-0.023	-0.029	0.187	-0.095	-0.090	-0.045	-0.029	0.085	-0.088	-0.025	-0.001	0.150	-0.006	0.074	0.030
instrumentalness	0.127	-0.083	0.046	0.012	-0.134	0.077	0.035	0.087	0.119	0.076	-0.016	1.000	-0.179	0.117	0.057	-0.153	0.062	0.082	0.076	0.005	-0.046	0.039	0.017	0.047	0.041	-0.102	0.162	0.045
len	0.071	-0.225	-0.272	-0.258	0.256	-0.462	0.258	-0.416	-0.344	-0.361	0.122	-0.179	1.000	-0.332	-0.355	0.236	-0.260	-0.378	-0.333	-0.054	0.272	-0.475	-0.363	-0.295	0.180	0.165	-0.121	-0.268
light/visual perceptions	0.008	0.103	0.109	-0.027	-0.135	0.125	-0.123	0.152	0.187	0.102	-0.023	0.117	-0.332	1.000	0.112	-0.130	0.105	0.202	0.106	-0.029	-0.109	0.175	0.076	0.076	0.049	-0.114	0.105	0.116
like/girls	-0.025	0.080	0.081	0.073	-0.049	0.271	-0.089	0.205	0.128	0.166	-0.029	0.057	-0.355	0.112	1.000	-0.075	0.116	0.162	0.131	0.120	-0.081	0.204	0.069	0.181	0.025	-0.026	0.022	0.068
loudness	0.149	-0.540	-0.502	-0.054	0.022	-0.104	0.768	-0.139	-0.121	-0.080	0.187	-0.153	0.236	-0.130	-0.075	1.000	-0.075	-0.192	-0.068	0.043	0.502	-0.188	-0.095	0.006	0.082	0.098	0.068	-0.087
movement/places	-0.007	0.071	0.077	-0.048	-0.050	0.126	-0.054	0.206	0.157	0.067	-0.095	0.062	-0.260	0.105	0.116	-0.075	1.000	0.150	0.078	0.133	-0.077	0.113	-0.014	0.120	0.054	-0.002	0.082	0.035
music	-0.033	0.188	0.181	0.042	-0.113	0.180	-0.196	0.211	0.218	0.137	-0.090	0.082	-0.378	0.202	0.162	-0.192	0.150	1.000	0.110	0.018	-0.181	0.186	0.079	0.113	0.363	-0.055	0.008	0.054
night/time	-0.018	0.050	0.086	0.028	-0.066	0.202	-0.061	0.138	0.090	0.160	-0.045	0.076	-0.333	0.106	0.131	-0.068	0.078	0.110	1.000	0.003	-0.086	0.151	0.058	0.100	0.363	-0.029	0.002	0.012
obscene	0.090	-0.039	-0.076	-0.011	0.145	0.130	0.051	0.141	0.029	0.036	-0.029	0.005	-0.054	-0.029	0.120	0.043	0.133	0.018	0.003	1.000	0.076	-0.033	-0.193	0.199	0.372	0.084	-0.023	-0.094
release_date	0.343	-0.403	-1.000	-0.054	0.170	-0.151	0.370	-0.144	-0.127	-0.098	0.085	-0.046	0.272	-0.109	-0.081	0.502	-0.077	-0.181	-0.086	0.076	1.000	-0.218	-0.100	-0.014	0.115	-0.105	0.075	-0.078
romantic	-0.091	0.219	0.218	0.112	-0.142	0.294	-0.219	0.215	0.159	0.192	-0.088	0.039	-0.475	0.175	0.204	-0.188	0.113	0.186	0.151	-0.033	-0.218	1.000	0.160	0.129	0.360	-0.082	0.015	0.092
sadness	-0.089	0.114	0.100	0.066	-0.151	0.133	-0.143	0.086	0.090	0.071	-0.025	0.017	-0.363	0.076	0.069	-0.095	-0.014	0.079	0.058	-0.193	-0.100	0.160	1.000	0.014	0.369	-0.135	-0.075	0.019
shake the audience	0.030	-0.001	0.014	0.059	-0.032	0.238	0.000	0.191	0.108	0.148	-0.001	0.047	-0.295	0.076	0.181	0.006	0.120	0.113	0.100	0.199	-0.014	0.129	0.014	1.000	0.030	-0.014	0.046	0.034
topic	0.101	0.107	0.115	0.030	0.112	0.045	0.114	0.015	0.046	0.360	0.150	0.041	0.180	0.049	0.025	0.082	0.054	0.363	0.363	0.372	0.115	0.360	0.369	0.030	1.000	-0.130	0.288	0.504
valence	-0.027	-0.111	0.105	-0.043	0.492	-0.014	0.265	-0.033	-0.060	-0.035	-0.006	-0.102	0.165	-0.114	-0.026	0.098	-0.002	-0.055	-0.029	0.084	-0.105	-0.082	-0.135	-0.014	-0.130	1.000	-0.099	-0.110
violence	0.144	-0.145	-0.075	0.005	-0.131	-0.013	0.124	0.108	0.211	0.043	0.074	0.162	-0.121	0.105	0.022	0.068	0.082	0.008	0.002	-0.023	0.075	0.015	-0.075	0.046	0.288	-0.099	1.000	-0.037
world/life	0.012	0.063	0.078	-0.005	-0.103	0.050	-0.109	0.092	0.153	0.104	0.030	0.045	-0.268	0.116	0.068	-0.087	0.035	0.054	0.012	-0.094	-0.078	0.092	0.019	0.034	0.504	-0.110	-0.037	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Unnamed: 0	artist_name	track_name	release_date	genre	lyrics	len	dating	violence	world/life	night/time	shake the audience	family/gospel	romantic	communication	obscene	music	movement/places	light/visual perceptions	family/spiritual	like/girls	sadness	feelings	danceability	loudness	acousticness	instrumentalness	valence	energy	topic	age
0	0	mukesh	mohabbat bhi jhoothi	1950	pop	hold time feel break feel untrue convince speak voice tear try hold hurt try forgive okay play break string feel heart want feel tell real truth hurt lie worse anymore little turn dust play house ruin run leave save like chase train late late tear try hold hurt try forgive okay play break string feel heart want feel tell real truth hurt lie worse anymore little run leave save like chase train know late late play break string feel heart want feel tell real truth hurt lie worse anymore little know little hold time feel	95	0.000598	0.063746	0.000598	0.000598	0.000598	0.048857	0.017104	0.263751	0.000598	0.039288	0.000598	0.000598	0.000598	0.000598	0.380299	0.117175	0.357739	0.454119	0.997992	0.901822	0.339448	0.137110	sadness	1.0
1	4	frankie laine	i believe	1950	pop	believe drop rain fall grow believe darkest night candle glow believe go astray come believe believe believe smallest prayer hear believe great hear word time hear bear baby touch leaf believe believe believe lord heaven guide sin hide believe calvary die pierce believe death rise meet heaven loud amen know believe	51	0.035537	0.096777	0.443435	0.001284	0.001284	0.027007	0.001284	0.001284	0.001284	0.118034	0.001284	0.212681	0.051124	0.001284	0.001284	0.001284	0.331745	0.647540	0.954819	0.000002	0.325021	0.263240	world/life	1.0
2	6	johnnie ray	cry	1950	pop	sweetheart send letter goodbye secret feel better wake dream think real false emotions feel heartaches hang long blue get bluer song remember cloudy hair	24	0.002770	0.002770	0.002770	0.002770	0.002770	0.002770	0.158564	0.250668	0.002770	0.323794	0.002770	0.002770	0.002770	0.002770	0.002770	0.225422	0.456298	0.585288	0.840361	0.000000	0.351814	0.139112	music	1.0
3	10	pérez prado	patricia	1950	pop	kiss lips want stroll charm mambo chacha meringue heaven arm japan brag geisha care long uncle eye starry sort gleam like million dollar dream come true everybody wish steal heart away guess try eye starry sort gleam like million dollar dream come true kiss lips want stroll charm japan brag geisha care long uncle	54	0.048249	0.001548	0.001548	0.001548	0.021500	0.001548	0.411536	0.001548	0.001548	0.001548	0.129250	0.001548	0.001548	0.081132	0.225889	0.001548	0.686992	0.744404	0.083935	0.199393	0.775350	0.743736	romantic	1.0
4	12	giorgos papadopoulos	apopse eida oneiro	1950	pop	till darling till matter know till dream live apart know hearts till world free oceans cross mountains climb know gain loss pray loss time till dream till memory till hold till oceans cross mountains climb know gain loss pray loss time till dream till memory till hold till	48	0.001350	0.001350	0.417772	0.001350	0.001350	0.001350	0.463430	0.001350	0.001350	0.001350	0.001350	0.001350	0.029755	0.001350	0.068800	0.001350	0.291671	0.646489	0.975904	0.000246	0.597073	0.394375	romantic	1.0
5	14	perry como	round and round (with mitchell ayres and his orchestra & the ray charles singers)	1950	pop	convoy light dead ahead merchantmen trump diesels hammer oily kill grind knuckle white eye alight slam hatch deadly night cunning chicken lair hound hell devil care run silent run deep final prayer warriors secret sleep merchantman nightmare silent death lie wait run silent run deep sink final sleep chill hearts fight open ocean wonder lethal silver fish boat shiver cast millions play killer victim fool obey order rehearse lifeboat shatter hull tear black smell burn jones eye watch crosswire tube ready medal chest weeks dead like rest run silent run deep final prayer warriors secret sleep merchantman nightmare	98	0.001053	0.420685	0.001053	0.074078	0.001053	0.001053	0.001053	0.001053	0.001053	0.001053	0.001053	0.172173	0.001053	0.001053	0.128292	0.001053	0.689158	0.685588	0.898594	0.000000	0.768137	0.549535	violence	1.0
6	15	freestyle	opm medley: when i met you	1950	pop	piece mindin world knowin life come bring give world know give reason feelin give mean life go exist begin touch hair look eye know know good sure endure light world care away ache give reason feelin give mean life go exist begin bakit ganyan bakit ganyan ibig lagi kang pagmasdan umula umaraw hindi pagsasawaan iyong katangian damdamin ibangiba kapag kapiling sinta bakit ganyan damdamin maintindihan kailangan pagibig dahil nagmamahal magmula nang kita makilala bakit ganyan kung minsan nauutal kaba kapag kausap ngunit lumalakas loob kung ikaw nakatawa bakit ganyan damdamin maintindihan kailangan pagibig dahil nagmamahal magmula nang kita makilala think inlove feel restless inside want want thoughts night mind think think think single single night single moment life want spend think think think tell care tell tell feel word explain happen fast exactly feel right know long madness cause think think think single single night single moment life want spend think think think tell care tell tell feel medley give reason feelin give mean life go exist begin give reason feelin give mean life go exist begin think inlove	179	0.000483	0.000483	0.371817	0.040712	0.000483	0.000483	0.000483	0.384703	0.000483	0.000483	0.000483	0.044355	0.000483	0.000483	0.000483	0.123150	0.368569	0.633695	0.435742	0.000000	0.282770	0.486470	world/life	1.0
7	17	johnny mathis	it's not for me to say	1950	pop	care moment hold fast press lips dream heaven speak share glow grow pass meet break speak share glow grow pass meet	21	0.002506	0.002506	0.336056	0.002506	0.002506	0.002506	0.176861	0.002506	0.002506	0.002506	0.002506	0.386887	0.002506	0.002506	0.062602	0.002506	0.379400	0.529421	0.925703	0.000072	0.373454	0.192167	world/life	1.0
8	20	stélios kazantzídis	klapse me mana klapse me	1950	pop	lonely night surround power read mind hour night kiss lips hold tight unending real begin lonely night surround know certain flirtin night kiss lips hold tight baby maybe baby maybe	30	0.083537	0.002024	0.002024	0.248273	0.002024	0.002024	0.401801	0.167783	0.002024	0.002024	0.002024	0.002024	0.002024	0.002024	0.002024	0.031600	0.496372	0.666180	0.974900	0.000014	0.621805	0.400382	romantic	1.0
9	23	stélios kazantzídis	finito la mouzika	1950	pop	tear heart seat stay awhile tear heart game steal glimpse eye stare awhile steal glimpse eye game half awhile half game word mouth swallow speak awhile word mouth game offer lose say mean right look size right tear heart seat stay awhile tear heart game steal glimpse eye stare awhile steal glimpse eye game offer lose say mean right look size	61	0.001120	0.102548	0.001120	0.053944	0.001120	0.001120	0.001120	0.091572	0.001120	0.001120	0.105752	0.001120	0.001120	0.001120	0.630507	0.001120	0.662082	0.643130	0.983936	0.000175	0.744435	0.413395	sadness	1.0

	Unnamed: 0	artist_name	track_name	release_date	genre	lyrics	len	dating	violence	world/life	night/time	shake the audience	family/gospel	romantic	communication	obscene	music	movement/places	light/visual perceptions	family/spiritual	like/girls	sadness	feelings	danceability	loudness	acousticness	instrumentalness	valence	energy	topic	age
28362	82439	rakim	when i b on tha mic	2019	hip hop	internationally know hardcore real niggas internationally know hardcore real niggas internationally know hardcore real niggas hail honorable real niggas heavyweight hitters dough getters ways figure niggas come spot feel sisters like hear real spitters kid ziggaziggas ugly club lovely thugs sip hennessey bubbly comrades flame dangerous block claim spot goal topranked soldier fortyfive holders high rollers lyric commercial	58	0.001754	0.001754	0.001754	0.001754	0.001754	0.001754	0.033225	0.001754	0.722233	0.001754	0.001754	0.055028	0.001754	0.001754	0.001754	0.095745	0.838622	0.726226	0.045581	0.000000	0.839242	0.484468	obscene	0.014286
28363	82440	ja rule	kill 'em all	2019	hip hop	spit shit damn nigga ridiculous nigga lose inconspicuous incognito niggas ready flow nigga know spit deadly fear dead street hole ghettos gradually disaster tear laughter gonna style touchin nigga wipe obvious lie dead wise guy bitch niggaz feel fuckin break long wrong dead go bomb clarify vain think motherfuckers playin baby lord deny long alive want piece respect till date demise baby kill thinkin game playin operatin like plan baby kill whatcha wanna lyric commercial	75	0.068214	0.242461	0.001074	0.073836	0.001074	0.022611	0.001074	0.001074	0.411752	0.001074	0.001074	0.001074	0.001074	0.001074	0.001074	0.043749	0.751977	0.732456	0.003684	0.000013	0.689819	0.833829	obscene	0.014286
28364	82442	nipsey hussle	hussle in the house	2019	hip hop	look comin straight slauson crazy motherfucker nipsey turf cause grow sixties caution niggas diss hard bitch wanna flip gun niggas turn rival rosaries extend clip fuck pose straight block sell dope groceries money advance royalties break nigga follow fuck bitch money hollow tip logically homicide boost economy tax corner work policy hustle white chalk corner yellow tape choppers cause turnin run streets small introduction nipsey hussle music plus money bitch grind shine come daytime light fast chain swang gettin dollars like doctor gangbang yeah hussle house lyric commercial	88	0.001096	0.001096	0.001096	0.001096	0.033829	0.001096	0.001096	0.001096	0.733959	0.001096	0.001096	0.122627	0.001096	0.001096	0.001096	0.001096	0.635005	0.851755	0.014156	0.000000	0.735161	0.913911	obscene	0.014286
28365	82445	nappy roots	country boyz	2019	hip hop	hook country boys country walk country talk bring round know jumpin country boys country walk country talk bring round know jumpin stille uhhh nigga game game hanes shirt roll chain chain doorag heavy blue south drive fast fast niggaz roll billies dutches dutches want brand cartel lemme key cutlass cutlass represent macktown macktown stay smokin smackdown little half pound half pound know stille drillin black folks livin court week givin fuck grow standin grow women grow women stay high play till home wittem whattchu thinkin whattchu drinkin thinkin trickin trippin thinkin come hook skinny deville nigga hook like waitress ihop nothin grit steak waitin dollar pancake frontback lyric commercial	109	0.000810	0.000810	0.000810	0.000810	0.000810	0.000810	0.000810	0.000810	0.394272	0.000810	0.515379	0.000810	0.000810	0.000810	0.000810	0.000810	0.766057	0.773325	0.037348	0.000000	0.682605	0.855851	obscene	0.014286
28366	82446	the roots	the seed (2.0)	2019	hip hop	knock months finna know want neosoul hiphop want rocknroll want platinum gold want somethin fold obstacle drop cold cause monkey stop little streets heat begin tell girl look calm hold hand enable peep plan cause quick learn money burn allow latest game room spread wing world finna know days bitch whine wanna fertilize lover watch grow standin fertilize lover lyric commercial	61	0.001224	0.001224	0.105172	0.001224	0.001224	0.026674	0.100856	0.001224	0.325359	0.001224	0.001224	0.165883	0.001224	0.047310	0.001224	0.001224	0.754143	0.855703	0.039156	0.000000	0.971146	0.957957	obscene	0.014286
28367	82447	mack 10	10 million ways	2019	hip hop	cause fuck leave scar tick tock clock come knock door wish like genie strait pay stack loot slangin dope mammas house grade try tiots looter hang drive shooters stickem honda scooters schollar throw hand holla wolla go high slangin joint dollar finger wave spot rag niggas dump blue rag niggas serve bellin hood honeycomb jersey painter pant cuff fixit biscuits till hair long brade bitch twist niggarunnin wild punch pedal meadow ghetto cause fuck leave scar lyric commercial	78	0.001350	0.001350	0.001350	0.001350	0.001350	0.001350	0.001350	0.001350	0.391651	0.001350	0.435089	0.001350	0.001350	0.001350	0.065664	0.001350	0.889527	0.759711	0.062549	0.000000	0.751649	0.695686	obscene	0.014286
28368	82448	m.o.p.	ante up (robbin hoodz theory)	2019	hip hop	minks things chain ring braclets yap fame come fool want stiflin fool fool want life jewel rule thing clap respect brooklyn bind bind brownsville home brave work street like slave rugged dress code stress mode think know blow nigga hold blow nigga hold blow nigga hold street cousin know drill ninety thou short ante fool ante kidnap fool perfect timin shinin damn diamonds ante fool lyric commercial	67	0.001284	0.001284	0.035338	0.001284	0.001284	0.001284	0.066324	0.203889	0.318910	0.058152	0.134955	0.001284	0.001284	0.040811	0.001284	0.001284	0.662082	0.789580	0.004607	0.000002	0.922712	0.797791	obscene	0.014286
28369	82449	nine	whutcha want?	2019	hip hop	get ban get ban stick crack relax plan attack test pose finesse buddha bless nest chill peep steady bounce jeeps york streets hittin concrete untestable flow fiftyfix celo ounce bottle follow role model hollow tip clip money grip glock spit react bullshit room breathe deez save confessions jeesuz plus need hear sorrow come tomorrow long breathe need like achieve gettin cheese representin lovely boogie bronx project flavor daze behavior know want whutcha want beat rhyme lyric commercial	77	0.001504	0.154302	0.168988	0.001504	0.039755	0.001504	0.035401	0.001504	0.356685	0.001504	0.068684	0.001504	0.001504	0.001504	0.001504	0.001504	0.663165	0.726970	0.104417	0.000001	0.838211	0.767761	obscene	0.014286
28370	82450	will smith	switch	2019	hip hop	check check yeah yeah hear thing call switch go switch turn turn switch turn vibe vibe second club girl arrive neckid hear veteran glide record download record sexy bout girl floor friends mean real clean gotta touch nuttin like like chick chick sumtin sucker track gimme drink chick tell stop dance clap flip round bring break switch turn turn switch turn switch turn turn switch lyric commercial	67	0.001196	0.001196	0.001196	0.001196	0.048359	0.001196	0.001196	0.001196	0.492434	0.103614	0.001196	0.202659	0.001196	0.070867	0.001196	0.001196	0.883028	0.786888	0.007027	0.000503	0.508450	0.885882	obscene	0.014286
28371	82451	jeezy	r.i.p.	2019	hip hop	remix killer alive remix thriller trap bitch spell damn cause hood nigga everybody list club fuck average watch fuck wrist average hoe fuck bitch window motherfuckin wall money jeans motherfuckin mall choppas bulletproof hummer competition summer wanna kill judge tryna lock homie feel thug thirsty fuck fuckin cause teach fuck stack money go hollywood funny know want pipe like crack bummy stop playin tryna like crash dummy start shit shit bitch bitch see snow bitch cancel like nino bitch kill club lyric commercial	83	0.001012	0.075202	0.001012	0.001012	0.001012	0.001012	0.001012	0.001012	0.754444	0.046284	0.001012	0.001012	0.001012	0.001012	0.001012	0.033995	0.828875	0.674794	0.015862	0.000000	0.475474	0.492477	obscene	0.014286

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Punctuation

Decimal Number

Other Letter

Space Separator

Dash Punctuation

Math Symbol

Currency Symbol

Close Punctuation

Final Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Cyrillic

Han

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

CJK

Cyrillic

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Letter

Other Punctuation

Decimal Number

Math Symbol

Open Punctuation

Close Punctuation

Dash Punctuation

Final Punctuation

Other Symbol

Initial Punctuation

Space Separator

Currency Symbol

Modifier Symbol

Control

Most occurring scripts

Most frequent character per script

Common

Latin

Han

Arabic

Cyrillic

Hangul

Hiragana

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

None

Arabic

Cyrillic

CJK

Hangul

Hiragana

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block